Safe Policy Improvement with Baseline Bootstrapping
☆26May 5, 2020Updated 6 years ago
Alternatives and similar repositories for SPIBB
Users that are interested in SPIBB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 5 years ago
- Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.☆10Nov 13, 2017Updated 8 years ago
- Author's PyTorch implementation of paper "Provably Good Batch Reinforcement Learning Without Great Exploration"☆11Oct 22, 2020Updated 5 years ago
- [NeurIPS, 2020 - Reproducibility Challenge]: [RE] Towards Interpretable Reinforcement Learning Using Attention Augmented Agents☆13Apr 26, 2021Updated 5 years ago
- On Infusing Reachability-Based Safety Assurance within Probabilistic Planning Frameworks for Human-Robot Vehicle Interactions☆17Jul 10, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆27May 17, 2019Updated 7 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Aug 9, 2022Updated 4 years ago
- Implementation of ``Actor-Critic Alignment for Offline-to-Online Reinforcement Learning''☆13Oct 12, 2023Updated 2 years ago
- Contextual Relative Entropy Policy Search for Reinforcement Learning in Python☆15Oct 17, 2018Updated 7 years ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆17May 14, 2019Updated 7 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆48Sep 28, 2020Updated 5 years ago
- A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation (ICLR2023)☆14Feb 3, 2023Updated 3 years ago
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆23Oct 9, 2020Updated 5 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆70Aug 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Feb 10, 2024Updated 2 years ago
- Training and evaluation scripts for applying formal methods and reinforcement learning to autonomous driving problems.☆26Feb 21, 2020Updated 6 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆561Jun 26, 2023Updated 3 years ago
- A python implementation of tile coding using numpy.☆11May 13, 2017Updated 9 years ago
- Reinforcement Learning via Latent State Decoding☆29Jun 12, 2023Updated 3 years ago
- OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation☆16Aug 3, 2023Updated 3 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆666Apr 6, 2021Updated 5 years ago
- Implementation of robust adaptive control methods for the linear quadratic regulator☆36Dec 13, 2021Updated 4 years ago
- Contains an implementation of "Imitation Learning via Kernel Mean Embedding (2018, AAAI)"☆11Oct 2, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Offline Risk-Averse Actor-Critic (O-RAAC). A model-free RL algorithm for risk-averse RL in a fully offline setting☆36Feb 9, 2021Updated 5 years ago
- Pytorch implementation of BEAR in "Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction"☆11Oct 29, 2019Updated 6 years ago
- Twitter follower graphs of @Die_Gruenen & @AfD, including cluster and topic analysis☆10Jul 10, 2020Updated 6 years ago
- PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"☆10Nov 22, 2019Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Jul 26, 2019Updated 7 years ago
- Automatic script to parse bibtex to mardown to create manageable bibliography github repository. We take the example of continual learnin…☆11Nov 1, 2020Updated 5 years ago
- ☆15Jul 24, 2018Updated 8 years ago
- Applying metric learning to kin8nm☆16Nov 10, 2014Updated 11 years ago
- Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.☆11Mar 1, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14May 30, 2019Updated 7 years ago
- Code repo for "Collapsing Bandits and Their Applications to Public Health Interventions", (NeurIPS'20)☆11Dec 3, 2025Updated 8 months ago
- Path-Planning for Self-Driving Car. Implemented a behavior planner in C++. Project for Udacity Self-Driving Car Nanodegree.☆11Aug 11, 2017Updated 9 years ago
- Repository for my studies of Causal Inference☆10Dec 1, 2019Updated 6 years ago
- ☆14May 15, 2025Updated last year
- ☆29Nov 21, 2022Updated 3 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Jul 17, 2020Updated 6 years ago